Adaline网络控制中初始权值的确定

The determination of original weight in Adaline network control

应用于实时控制的Adaline网络初始权值的确定无严格的理论公式 ,通常由计算机随机给定 ,使得控制系统实际调整时间较长。在理论分析和实验的基础上 ,引进PID控制算法的三个参数值来确定权值的初始值 ,减小了Adaline网络系统的学习时间 ,提高了被控系统的动态特性。

The original weights of the Adaline network engaged in real-time control are not defined by strict theoretical calculation and are often defined randomly by computer, so the actual adjusting time of the controlled system is long. On the base of theoretical analysis and experiments, three parameters of PID control algorithm are introduced to define the original weights, the studying time of Adaline network system is decreased, and dynamic characteristic of the controlled system is improved.